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Applied Logistic Regression, Third Edition
The third edition of Applied Logistic Regression, by David W. Hosmer, Jr., Stanley Lemeshow, and Rodney X. Sturdivant, is the definitive reference on logistic regression models.
Most of the analyses in the book were performed using Stata and can be replicated using Stata and the data from the text. Also noteworthy is the book's use of multinomial fractional polynomial models that can be fit using Stata's mfp command.
Econometric Analysis of Panel Data, Fifth Edition
Econometric Analysis of Panel Data, Fifth Edition, by Badi H. Baltagi, is a standard reference for performing estimation and inference on panel datasets from an econometric standpoint. This book provides a rigorous introduction to standard panel estimators as well as concise explanations of many newer, more advanced techniques.
Because of its wide range of topics and detailed exposition, Econometric Analysis of Panel Data, Fifth Edition, can serve as both a graduate-level textbook and a handy desk reference for seasoned researchers.
Applied Longitudinal Data Analysis for Epidemiology: A Practical Guide, Second Edition
Applied Longitudinal Data Analysis for Epidemiology: A Practical Guide, Second Edition, by Jos W. R. Twisk, provides a practical introduction to the estimation techniques used by epidemiologists for longitudinal data.
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